基于XGBoost扩展金融因子的风电功率预测方法

王永生,关世杰,刘利民,高静,许志伟,刘广文

Wind power prediction method based on XGBoost extended financial factor

Yong-sheng WANG,Shi-jie GUAN,Li-min LIU,Jing GAO,Zhi-wei XU,Guang-wen LIU

表 3 基于XGBoost拓展金融因子的风电功率预测方法在德国Tennet公司风电数据集上的实验结果

Tab.3 Experimental results of wind power prediction method based on XGBoost extended financial factor on German Tennet wind power data set

组别 MAE MSE RMSE 1 0.455 1.182 1.087 2 0.227 0.569 0.754 组别 AR/% ${{{R}}^2}$ t1/s 1 98.87 0.994 14.877 2 98.62 0.992 15.365